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Deposits - Maturities of Interest-Bearing Deposits (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Maturities of interest-bearing deposits [Abstract]    
2018 $ 1,356,448  
2019 268,989  
2020 73,745  
2021 23,191  
2022 and thereafter 36,068  
Total time deposits 1,758,441 $ 1,621,093
Interest-bearing deposits with no stated maturity 5,840,997  
Total interest-bearing deposits $ 7,599,438 $ 7,082,774